Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 355 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 75.0 KiB |
| Average record size in memory | 216.4 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 6 |
season has constant value "Pre-monsoon 2020" | Constant |
mandal has a high cardinality: 299 distinct values | High cardinality |
village has a high cardinality: 350 distinct values | High cardinality |
sno is highly overall correlated with temp_id and 1 other fields | High correlation |
temp_id is highly overall correlated with sno and 1 other fields | High correlation |
long_gis is highly overall correlated with district | High correlation |
lat_gis is highly overall correlated with district | High correlation |
pH is highly overall correlated with CO3 and 1 other fields | High correlation |
E.C is highly overall correlated with TDS and 8 other fields | High correlation |
TDS is highly overall correlated with E.C and 8 other fields | High correlation |
CO3 is highly overall correlated with pH | High correlation |
HCO3 is highly overall correlated with E.C and 2 other fields | High correlation |
Cl is highly overall correlated with E.C and 7 other fields | High correlation |
NO3 is highly overall correlated with T.H and 1 other fields | High correlation |
SO4 is highly overall correlated with E.C and 5 other fields | High correlation |
Na is highly overall correlated with E.C and 6 other fields | High correlation |
Ca is highly overall correlated with pH and 5 other fields | High correlation |
Mg is highly overall correlated with E.C and 5 other fields | High correlation |
T.H is highly overall correlated with E.C and 6 other fields | High correlation |
SAR is highly overall correlated with E.C and 3 other fields | High correlation |
RSC meq / L is highly overall correlated with Cl and 5 other fields | High correlation |
district is highly overall correlated with sno and 3 other fields | High correlation |
Classification is highly overall correlated with SO4 and 2 other fields | High correlation |
Classification.1 is highly overall correlated with RSC meq / L | High correlation |
Classification is highly imbalanced (50.9%) | Imbalance |
Classification.1 is highly imbalanced (66.2%) | Imbalance |
mandal is uniformly distributed | Uniform |
village is uniformly distributed | Uniform |
sno has unique values | Unique |
temp_id has unique values | Unique |
CO3 has 292 (82.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-16 12:35:01.444158 |
|---|---|
| Analysis finished | 2023-08-16 12:37:31.582262 |
| Duration | 2 minutes and 30.14 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
sno
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 355 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.32113 |
| Minimum | 1 |
|---|---|
| Maximum | 379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 19.7 |
| Q1 | 91.5 |
| median | 193 |
| Q3 | 289.5 |
| 95-th percentile | 361.3 |
| Maximum | 379 |
| Range | 378 |
| Interquartile range (IQR) | 198 |
Descriptive statistics
| Standard deviation | 111.15685 |
|---|---|
| Coefficient of variation (CV) | 0.57797525 |
| Kurtosis | -1.231229 |
| Mean | 192.32113 |
| Median Absolute Deviation (MAD) | 99 |
| Skewness | -0.036231533 |
| Sum | 68274 |
| Variance | 12355.846 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.3% |
| 290 | 1 | 0.3% |
| 264 | 1 | 0.3% |
| 263 | 1 | 0.3% |
| 262 | 1 | 0.3% |
| 261 | 1 | 0.3% |
| 260 | 1 | 0.3% |
| 259 | 1 | 0.3% |
| 258 | 1 | 0.3% |
| 257 | 1 | 0.3% |
| Other values (345) | 345 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 379 | 1 | |
| 378 | 1 | |
| 377 | 1 | |
| 376 | 1 | |
| 375 | 1 | |
| 374 | 1 | |
| 373 | 1 | |
| 372 | 1 | |
| 371 | 1 | |
| 370 | 1 |
district
Categorical
| Distinct | 33 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| NALGONDA | |
|---|---|
| NIZAMABAD | 23 |
| KAMAREDDY | 21 |
| RANGAREDDY | 17 |
| MEDAK | 17 |
| Other values (28) |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 9.2056338 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3268 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ADILABAD |
|---|---|
| 2nd row | ADILABAD |
| 3rd row | ADILABAD |
| 4th row | ADILABAD |
| 5th row | ADILABAD |
Common Values
| Value | Count | Frequency (%) |
| NALGONDA | 33 | 9.3% |
| NIZAMABAD | 23 | 6.5% |
| KAMAREDDY | 21 | 5.9% |
| RANGAREDDY | 17 | 4.8% |
| MEDAK | 17 | 4.8% |
| VIKARABAD | 16 | 4.5% |
| YADADRI | 15 | 4.2% |
| BHADRADRI | 14 | 3.9% |
| JAGITYAL | 14 | 3.9% |
| MAHABUBNAGAR | 12 | 3.4% |
| Other values (23) | 173 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| nalgonda | 33 | 8.7% |
| nizamabad | 23 | 6.1% |
| kamareddy | 21 | 5.5% |
| warangal | 18 | 4.7% |
| rangareddy | 17 | 4.5% |
| medak | 17 | 4.5% |
| vikarabad | 16 | 4.2% |
| yadadri | 15 | 4.0% |
| bhadradri | 14 | 3.7% |
| jagityal | 14 | 3.7% |
| Other values (25) | 191 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 782 | |
| D | 328 | |
| R | 258 | 7.9% |
| N | 231 | 7.1% |
| L | 170 | 5.2% |
| M | 161 | 4.9% |
| G | 153 | 4.7% |
| I | 141 | 4.3% |
| B | 138 | 4.2% |
| E | 127 | 3.9% |
| Other values (16) | 779 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3175 | |
| Space Separator | 35 | 1.1% |
| Open Punctuation | 29 | 0.9% |
| Close Punctuation | 29 | 0.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 782 | |
| D | 328 | |
| R | 258 | 8.1% |
| N | 231 | 7.3% |
| L | 170 | 5.4% |
| M | 161 | 5.1% |
| G | 153 | 4.8% |
| I | 141 | 4.4% |
| B | 138 | 4.3% |
| E | 127 | 4.0% |
| Other values (13) | 686 |
Space Separator
| Value | Count | Frequency (%) |
| 35 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 29 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 29 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3175 | |
| Common | 93 | 2.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 782 | |
| D | 328 | |
| R | 258 | 8.1% |
| N | 231 | 7.3% |
| L | 170 | 5.4% |
| M | 161 | 5.1% |
| G | 153 | 4.8% |
| I | 141 | 4.4% |
| B | 138 | 4.3% |
| E | 127 | 4.0% |
| Other values (13) | 686 |
Common
| Value | Count | Frequency (%) |
| 35 | ||
| ( | 29 | |
| ) | 29 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3268 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 782 | |
| D | 328 | |
| R | 258 | 7.9% |
| N | 231 | 7.1% |
| L | 170 | 5.2% |
| M | 161 | 4.9% |
| G | 153 | 4.7% |
| I | 141 | 4.3% |
| B | 138 | 4.2% |
| E | 127 | 3.9% |
| Other values (16) | 779 |
mandal
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 299 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| Anumula | 4 |
|---|---|
| Chandur | 4 |
| Rajapet | 4 |
| Nandipet | 3 |
| Dharoor | 3 |
| Other values (294) |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 8.8619718 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3146 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 257 ? |
|---|---|
| Unique (%) | 72.4% |
Sample
| 1st row | Adilabad |
|---|---|
| 2nd row | Bazarhatnur |
| 3rd row | Gudihatnoor |
| 4th row | Jainath |
| 5th row | Narnoor |
Common Values
| Value | Count | Frequency (%) |
| Anumula | 4 | 1.1% |
| Chandur | 4 | 1.1% |
| Rajapet | 4 | 1.1% |
| Nandipet | 3 | 0.8% |
| Dharoor | 3 | 0.8% |
| CC Kunta | 3 | 0.8% |
| Shivampet | 3 | 0.8% |
| Narayanpet | 3 | 0.8% |
| Nalgonda | 3 | 0.8% |
| Nakrekal | 3 | 0.8% |
| Other values (289) | 322 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| anumula | 4 | 1.1% |
| rajapet | 4 | 1.1% |
| chandur | 4 | 1.1% |
| narayanpet | 3 | 0.8% |
| qutubullapur | 3 | 0.8% |
| nakrekal | 3 | 0.8% |
| nalgonda | 3 | 0.8% |
| ghanpur | 3 | 0.8% |
| shivampet | 3 | 0.8% |
| cc | 3 | 0.8% |
| Other values (294) | 334 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 626 | |
| l | 225 | 7.2% |
| r | 223 | 7.1% |
| u | 168 | 5.3% |
| n | 165 | 5.2% |
| d | 162 | 5.1% |
| e | 142 | 4.5% |
| i | 135 | 4.3% |
| p | 135 | 4.3% |
| h | 113 | 3.6% |
| Other values (44) | 1052 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2720 | |
| Uppercase Letter | 394 | 12.5% |
| Space Separator | 17 | 0.5% |
| Other Punctuation | 7 | 0.2% |
| Open Punctuation | 3 | 0.1% |
| Close Punctuation | 3 | 0.1% |
| Dash Punctuation | 2 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 626 | |
| l | 225 | 8.3% |
| r | 223 | 8.2% |
| u | 168 | 6.2% |
| n | 165 | 6.1% |
| d | 162 | 6.0% |
| e | 142 | 5.2% |
| i | 135 | 5.0% |
| p | 135 | 5.0% |
| h | 113 | 4.2% |
| Other values (15) | 626 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 49 | |
| M | 41 | 10.4% |
| N | 38 | 9.6% |
| A | 26 | 6.6% |
| B | 24 | 6.1% |
| T | 23 | 5.8% |
| C | 23 | 5.8% |
| D | 22 | 5.6% |
| P | 20 | 5.1% |
| G | 20 | 5.1% |
| Other values (14) | 108 |
Space Separator
| Value | Count | Frequency (%) |
| 17 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3114 | |
| Common | 32 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 626 | |
| l | 225 | 7.2% |
| r | 223 | 7.2% |
| u | 168 | 5.4% |
| n | 165 | 5.3% |
| d | 162 | 5.2% |
| e | 142 | 4.6% |
| i | 135 | 4.3% |
| p | 135 | 4.3% |
| h | 113 | 3.6% |
| Other values (39) | 1020 |
Common
| Value | Count | Frequency (%) |
| 17 | ||
| . | 7 | |
| ( | 3 | 9.4% |
| ) | 3 | 9.4% |
| - | 2 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3146 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 626 | |
| l | 225 | 7.2% |
| r | 223 | 7.1% |
| u | 168 | 5.3% |
| n | 165 | 5.2% |
| d | 162 | 5.1% |
| e | 142 | 4.5% |
| i | 135 | 4.3% |
| p | 135 | 4.3% |
| h | 113 | 3.6% |
| Other values (44) | 1052 |
village
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 350 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| Angadipet | 2 |
|---|---|
| Khanapur | 2 |
| Kodur | 2 |
| Kanchanapalli | 2 |
| Dharoor | 2 |
| Other values (345) |
Length
| Max length | 21 |
|---|---|
| Median length | 16 |
| Mean length | 9.3802817 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3330 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 345 ? |
|---|---|
| Unique (%) | 97.2% |
Sample
| 1st row | Adilabad |
|---|---|
| 2nd row | Bazarhatnur |
| 3rd row | Gudihatnoor |
| 4th row | Jainath |
| 5th row | Narnoor |
Common Values
| Value | Count | Frequency (%) |
| Angadipet | 2 | 0.6% |
| Khanapur | 2 | 0.6% |
| Kodur | 2 | 0.6% |
| Kanchanapalli | 2 | 0.6% |
| Dharoor | 2 | 0.6% |
| Yanampally | 1 | 0.3% |
| Gannaram | 1 | 0.3% |
| Dupally | 1 | 0.3% |
| Arsapally | 1 | 0.3% |
| Velmal | 1 | 0.3% |
| Other values (340) | 340 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| i | 3 | 0.8% |
| angadipet | 2 | 0.5% |
| nagaram | 2 | 0.5% |
| 2 | 2 | 0.5% |
| 1 | 2 | 0.5% |
| tandur | 2 | 0.5% |
| nagar | 2 | 0.5% |
| somaram | 2 | 0.5% |
| b | 2 | 0.5% |
| s | 2 | 0.5% |
| Other values (359) | 363 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 683 | |
| l | 272 | 8.2% |
| r | 230 | 6.9% |
| u | 175 | 5.3% |
| n | 162 | 4.9% |
| p | 159 | 4.8% |
| d | 142 | 4.3% |
| e | 140 | 4.2% |
| i | 137 | 4.1% |
| m | 128 | 3.8% |
| Other values (46) | 1102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2870 | |
| Uppercase Letter | 392 | 11.8% |
| Space Separator | 31 | 0.9% |
| Other Punctuation | 12 | 0.4% |
| Open Punctuation | 9 | 0.3% |
| Close Punctuation | 9 | 0.3% |
| Decimal Number | 7 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 683 | |
| l | 272 | 9.5% |
| r | 230 | 8.0% |
| u | 175 | 6.1% |
| n | 162 | 5.6% |
| p | 159 | 5.5% |
| d | 142 | 4.9% |
| e | 140 | 4.9% |
| i | 137 | 4.8% |
| m | 128 | 4.5% |
| Other values (15) | 642 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 45 | |
| K | 45 | |
| B | 32 | 8.2% |
| N | 30 | 7.7% |
| A | 29 | 7.4% |
| S | 26 | 6.6% |
| R | 24 | 6.1% |
| P | 23 | 5.9% |
| D | 21 | 5.4% |
| G | 19 | 4.8% |
| Other values (14) | 98 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 5 | 1 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 31 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 9 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3262 | |
| Common | 68 | 2.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 683 | |
| l | 272 | 8.3% |
| r | 230 | 7.1% |
| u | 175 | 5.4% |
| n | 162 | 5.0% |
| p | 159 | 4.9% |
| d | 142 | 4.4% |
| e | 140 | 4.3% |
| i | 137 | 4.2% |
| m | 128 | 3.9% |
| Other values (39) | 1034 |
Common
| Value | Count | Frequency (%) |
| 31 | ||
| . | 12 | 17.6% |
| ( | 9 | 13.2% |
| ) | 9 | 13.2% |
| 1 | 3 | 4.4% |
| 2 | 3 | 4.4% |
| 5 | 1 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 683 | |
| l | 272 | 8.2% |
| r | 230 | 6.9% |
| u | 175 | 5.3% |
| n | 162 | 4.9% |
| p | 159 | 4.8% |
| d | 142 | 4.3% |
| e | 140 | 4.2% |
| i | 137 | 4.1% |
| m | 128 | 3.8% |
| Other values (46) | 1102 |
temp_id
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 355 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1506.8676 |
| Minimum | 1001 |
|---|---|
| Maximum | 4012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 1055.5 |
| Q1 | 1232.5 |
| median | 1452 |
| Q3 | 1670.5 |
| 95-th percentile | 1877.9 |
| Maximum | 4012 |
| Range | 3011 |
| Interquartile range (IQR) | 438 |
Descriptive statistics
| Standard deviation | 404.87009 |
|---|---|
| Coefficient of variation (CV) | 0.26868326 |
| Kurtosis | 8.8343225 |
| Mean | 1506.8676 |
| Median Absolute Deviation (MAD) | 220 |
| Skewness | 2.415835 |
| Sum | 534938 |
| Variance | 163919.79 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1001 | 1 | 0.3% |
| 1625 | 1 | 0.3% |
| 1542 | 1 | 0.3% |
| 1556 | 1 | 0.3% |
| 1559 | 1 | 0.3% |
| 1547 | 1 | 0.3% |
| 1543 | 1 | 0.3% |
| 1562 | 1 | 0.3% |
| 1555 | 1 | 0.3% |
| 1541 | 1 | 0.3% |
| Other values (345) | 345 |
| Value | Count | Frequency (%) |
| 1001 | 1 | |
| 1002 | 1 | |
| 1007 | 1 | |
| 1009 | 1 | |
| 1010 | 1 | |
| 1011 | 1 | |
| 1013 | 1 | |
| 1014 | 1 | |
| 1015 | 1 | |
| 1021 | 1 |
| Value | Count | Frequency (%) |
| 4012 | 1 | |
| 3137 | 1 | |
| 3117 | 1 | |
| 3088 | 1 | |
| 3041 | 1 | |
| 3040 | 1 | |
| 3036 | 1 | |
| 3035 | 1 | |
| 3034 | 1 | |
| 3029 | 1 |
long_gis
Real number (ℝ)
| Distinct | 353 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.749243 |
| Minimum | 77.444 |
|---|---|
| Maximum | 80.900922 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 77.444 |
|---|---|
| 5-th percentile | 77.65529 |
| Q1 | 78.1485 |
| median | 78.552568 |
| Q3 | 79.290817 |
| 95-th percentile | 80.203022 |
| Maximum | 80.900922 |
| Range | 3.456922 |
| Interquartile range (IQR) | 1.142317 |
Descriptive statistics
| Standard deviation | 0.77995618 |
|---|---|
| Coefficient of variation (CV) | 0.0099043006 |
| Kurtosis | -0.29372528 |
| Mean | 78.749243 |
| Median Absolute Deviation (MAD) | 0.528968 |
| Skewness | 0.58855508 |
| Sum | 27955.981 |
| Variance | 0.60833164 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 78.114 | 2 | 0.6% |
| 78.508 | 2 | 0.6% |
| 77.903 | 1 | 0.3% |
| 78.396 | 1 | 0.3% |
| 78.426 | 1 | 0.3% |
| 77.8575 | 1 | 0.3% |
| 77.991 | 1 | 0.3% |
| 78.06863 | 1 | 0.3% |
| 78.143 | 1 | 0.3% |
| 78.2182 | 1 | 0.3% |
| Other values (343) | 343 |
| Value | Count | Frequency (%) |
| 77.444 | 1 | |
| 77.4812 | 1 | |
| 77.500096 | 1 | |
| 77.5003 | 1 | |
| 77.511 | 1 | |
| 77.516956 | 1 | |
| 77.526 | 1 | |
| 77.5415 | 1 | |
| 77.5757 | 1 | |
| 77.591 | 1 |
| Value | Count | Frequency (%) |
| 80.900922 | 1 | |
| 80.826104 | 1 | |
| 80.809241 | 1 | |
| 80.7911 | 1 | |
| 80.73 | 1 | |
| 80.619 | 1 | |
| 80.6106 | 1 | |
| 80.58 | 1 | |
| 80.568147 | 1 | |
| 80.520318 | 1 |
lat_gis
Real number (ℝ)
| Distinct | 351 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.720789 |
| Minimum | 15.896441 |
|---|---|
| Maximum | 19.730555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 15.896441 |
|---|---|
| 5-th percentile | 16.335238 |
| Q1 | 17.121656 |
| median | 17.6713 |
| Q3 | 18.372871 |
| 95-th percentile | 19.145108 |
| Maximum | 19.730555 |
| Range | 3.834114 |
| Interquartile range (IQR) | 1.251215 |
Descriptive statistics
| Standard deviation | 0.86635719 |
|---|---|
| Coefficient of variation (CV) | 0.048889312 |
| Kurtosis | -0.70953124 |
| Mean | 17.720789 |
| Median Absolute Deviation (MAD) | 0.630491 |
| Skewness | 0.1361187 |
| Sum | 6290.8802 |
| Variance | 0.75057477 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17.54 | 2 | 0.6% |
| 17.33 | 2 | 0.6% |
| 17.47 | 2 | 0.6% |
| 17.445 | 2 | 0.6% |
| 19.6683 | 1 | 0.3% |
| 18.912998 | 1 | 0.3% |
| 18.6102 | 1 | 0.3% |
| 18.733 | 1 | 0.3% |
| 18.685342 | 1 | 0.3% |
| 18.831 | 1 | 0.3% |
| Other values (341) | 341 |
| Value | Count | Frequency (%) |
| 15.896441 | 1 | |
| 15.94 | 1 | |
| 15.9656 | 1 | |
| 16.01518 | 1 | |
| 16.0701 | 1 | |
| 16.107 | 1 | |
| 16.1156 | 1 | |
| 16.1287 | 1 | |
| 16.129667 | 1 | |
| 16.179 | 1 |
| Value | Count | Frequency (%) |
| 19.730555 | 1 | |
| 19.6811 | 1 | |
| 19.6683 | 1 | |
| 19.6334 | 1 | |
| 19.525555 | 1 | |
| 19.5219 | 1 | |
| 19.495665 | 1 | |
| 19.458888 | 1 | |
| 19.444 | 1 | |
| 19.3789 | 1 |
gwl
Real number (ℝ)
| Distinct | 317 |
|---|---|
| Distinct (%) | 89.8% |
| Missing | 2 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.989292 |
| Minimum | 1.4 |
|---|---|
| Maximum | 49.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 3.412 |
| Q1 | 6.2 |
| median | 9.88 |
| Q3 | 15.99 |
| 95-th percentile | 26.584 |
| Maximum | 49.11 |
| Range | 47.71 |
| Interquartile range (IQR) | 9.79 |
Descriptive statistics
| Standard deviation | 7.6447749 |
|---|---|
| Coefficient of variation (CV) | 0.63763357 |
| Kurtosis | 1.7925611 |
| Mean | 11.989292 |
| Median Absolute Deviation (MAD) | 4.58 |
| Skewness | 1.2236689 |
| Sum | 4232.22 |
| Variance | 58.442583 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.9 | 4 | 1.1% |
| 7.38 | 3 | 0.8% |
| 4.5 | 3 | 0.8% |
| 9.9 | 3 | 0.8% |
| 18.1 | 3 | 0.8% |
| 8 | 3 | 0.8% |
| 16.5 | 3 | 0.8% |
| 14.15 | 2 | 0.6% |
| 13.84 | 2 | 0.6% |
| 8.15 | 2 | 0.6% |
| Other values (307) | 325 |
| Value | Count | Frequency (%) |
| 1.4 | 1 | |
| 1.55 | 1 | |
| 1.7 | 1 | |
| 1.76 | 1 | |
| 2.17 | 1 | |
| 2.22 | 1 | |
| 2.27 | 1 | |
| 2.43 | 1 | |
| 2.47 | 1 | |
| 2.57 | 1 |
| Value | Count | Frequency (%) |
| 49.11 | 1 | |
| 39.1 | 1 | |
| 37.8 | 1 | |
| 33.82 | 1 | |
| 33 | 2 | |
| 32 | 1 | |
| 31.43 | 1 | |
| 31.3 | 1 | |
| 31.2 | 1 | |
| 29.37 | 1 |
season
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| Pre-monsoon 2020 |
|---|
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 16 |
| Min length | 16 |
Characters and Unicode
| Total characters | 5680 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pre-monsoon 2020 |
|---|---|
| 2nd row | Pre-monsoon 2020 |
| 3rd row | Pre-monsoon 2020 |
| 4th row | Pre-monsoon 2020 |
| 5th row | Pre-monsoon 2020 |
Common Values
| Value | Count | Frequency (%) |
| Pre-monsoon 2020 | 355 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pre-monsoon | 355 | |
| 2020 | 355 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1065 | |
| n | 710 | |
| 2 | 710 | |
| 0 | 710 | |
| P | 355 | 6.2% |
| r | 355 | 6.2% |
| e | 355 | 6.2% |
| - | 355 | 6.2% |
| m | 355 | 6.2% |
| s | 355 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3195 | |
| Decimal Number | 1420 | |
| Uppercase Letter | 355 | 6.2% |
| Dash Punctuation | 355 | 6.2% |
| Space Separator | 355 | 6.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1065 | |
| n | 710 | |
| r | 355 | 11.1% |
| e | 355 | 11.1% |
| m | 355 | 11.1% |
| s | 355 | 11.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 710 | |
| 0 | 710 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 355 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 355 |
Space Separator
| Value | Count | Frequency (%) |
| 355 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3550 | |
| Common | 2130 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1065 | |
| n | 710 | |
| P | 355 | 10.0% |
| r | 355 | 10.0% |
| e | 355 | 10.0% |
| m | 355 | 10.0% |
| s | 355 | 10.0% |
Common
| Value | Count | Frequency (%) |
| 2 | 710 | |
| 0 | 710 | |
| - | 355 | |
| 355 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5680 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1065 | |
| n | 710 | |
| 2 | 710 | |
| 0 | 710 | |
| P | 355 | 6.2% |
| r | 355 | 6.2% |
| e | 355 | 6.2% |
| - | 355 | 6.2% |
| m | 355 | 6.2% |
| s | 355 | 6.2% |
pH
Real number (ℝ)
| Distinct | 137 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0085352 |
| Minimum | 7.02 |
|---|---|
| Maximum | 9.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 7.02 |
|---|---|
| 5-th percentile | 7.4 |
| Q1 | 7.76 |
| median | 7.99 |
| Q3 | 8.24 |
| 95-th percentile | 8.703 |
| Maximum | 9.37 |
| Range | 2.35 |
| Interquartile range (IQR) | 0.48 |
Descriptive statistics
| Standard deviation | 0.38149216 |
|---|---|
| Coefficient of variation (CV) | 0.047635697 |
| Kurtosis | 0.65263933 |
| Mean | 8.0085352 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | 0.43386813 |
| Sum | 2843.03 |
| Variance | 0.14553627 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.99 | 10 | 2.8% |
| 8.09 | 8 | 2.3% |
| 8.28 | 8 | 2.3% |
| 7.94 | 8 | 2.3% |
| 8.04 | 7 | 2.0% |
| 7.81 | 7 | 2.0% |
| 7.76 | 6 | 1.7% |
| 8.32 | 6 | 1.7% |
| 7.84 | 6 | 1.7% |
| 8.23 | 6 | 1.7% |
| Other values (127) | 283 |
| Value | Count | Frequency (%) |
| 7.02 | 1 | |
| 7.17 | 1 | |
| 7.22 | 1 | |
| 7.26 | 2 | |
| 7.27 | 1 | |
| 7.29 | 2 | |
| 7.32 | 2 | |
| 7.33 | 1 | |
| 7.35 | 1 | |
| 7.38 | 1 |
| Value | Count | Frequency (%) |
| 9.37 | 1 | |
| 9.32 | 1 | |
| 9.17 | 1 | |
| 9.1 | 1 | |
| 9.08 | 1 | |
| 9.06 | 1 | |
| 8.87 | 1 | |
| 8.85 | 1 | |
| 8.84 | 1 | |
| 8.83 | 1 |
E.C
Real number (ℝ)
| Distinct | 322 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1268.9651 |
| Minimum | 102 |
|---|---|
| Maximum | 5175 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 102 |
|---|---|
| 5-th percentile | 446.9 |
| Q1 | 768 |
| median | 1085 |
| Q3 | 1590 |
| 95-th percentile | 2550 |
| Maximum | 5175 |
| Range | 5073 |
| Interquartile range (IQR) | 822 |
Descriptive statistics
| Standard deviation | 746.19162 |
|---|---|
| Coefficient of variation (CV) | 0.58803165 |
| Kurtosis | 5.5917829 |
| Mean | 1268.9651 |
| Median Absolute Deviation (MAD) | 368 |
| Skewness | 1.9326062 |
| Sum | 450482.6 |
| Variance | 556801.93 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 788 | 3 | 0.8% |
| 1590 | 2 | 0.6% |
| 976 | 2 | 0.6% |
| 382 | 2 | 0.6% |
| 2636 | 2 | 0.6% |
| 1960 | 2 | 0.6% |
| 768 | 2 | 0.6% |
| 464 | 2 | 0.6% |
| 1369 | 2 | 0.6% |
| 1302 | 2 | 0.6% |
| Other values (312) | 334 |
| Value | Count | Frequency (%) |
| 102 | 1 | |
| 111 | 1 | |
| 250 | 1 | |
| 306 | 1 | |
| 316 | 1 | |
| 350 | 1 | |
| 367 | 1 | |
| 382 | 2 | |
| 391 | 1 | |
| 404 | 1 |
| Value | Count | Frequency (%) |
| 5175 | 1 | |
| 4878 | 1 | |
| 4429 | 1 | |
| 4377 | 1 | |
| 4264 | 1 | |
| 3961 | 1 | |
| 3717 | 1 | |
| 3553 | 1 | |
| 3189 | 1 | |
| 3171 | 1 |
TDS
Real number (ℝ)
| Distinct | 322 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 812.13765 |
| Minimum | 65.28 |
|---|---|
| Maximum | 3312 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 65.28 |
|---|---|
| 5-th percentile | 286.016 |
| Q1 | 491.52 |
| median | 694.4 |
| Q3 | 1017.6 |
| 95-th percentile | 1632 |
| Maximum | 3312 |
| Range | 3246.72 |
| Interquartile range (IQR) | 526.08 |
Descriptive statistics
| Standard deviation | 477.56264 |
|---|---|
| Coefficient of variation (CV) | 0.58803165 |
| Kurtosis | 5.5917829 |
| Mean | 812.13765 |
| Median Absolute Deviation (MAD) | 235.52 |
| Skewness | 1.9326062 |
| Sum | 288308.86 |
| Variance | 228066.07 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 504.32 | 3 | 0.8% |
| 1017.6 | 2 | 0.6% |
| 624.64 | 2 | 0.6% |
| 244.48 | 2 | 0.6% |
| 1687.04 | 2 | 0.6% |
| 1254.4 | 2 | 0.6% |
| 491.52 | 2 | 0.6% |
| 296.96 | 2 | 0.6% |
| 876.16 | 2 | 0.6% |
| 833.28 | 2 | 0.6% |
| Other values (312) | 334 |
| Value | Count | Frequency (%) |
| 65.28 | 1 | |
| 71.04 | 1 | |
| 160 | 1 | |
| 195.84 | 1 | |
| 202.24 | 1 | |
| 224 | 1 | |
| 234.88 | 1 | |
| 244.48 | 2 | |
| 250.24 | 1 | |
| 258.56 | 1 |
| Value | Count | Frequency (%) |
| 3312 | 1 | |
| 3121.92 | 1 | |
| 2834.56 | 1 | |
| 2801.28 | 1 | |
| 2728.96 | 1 | |
| 2535.04 | 1 | |
| 2378.88 | 1 | |
| 2273.92 | 1 | |
| 2040.96 | 1 | |
| 2029.44 | 1 |
CO3
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1267606 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 292 |
| Zeros (%) | 82.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 30 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12.829752 |
|---|---|
| Coefficient of variation (CV) | 2.5025065 |
| Kurtosis | 9.2108983 |
| Mean | 5.1267606 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9056443 |
| Sum | 1820 |
| Variance | 164.60253 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 20 | 20 | 5.6% |
| 30 | 16 | 4.5% |
| 10 | 10 | 2.8% |
| 40 | 8 | 2.3% |
| 50 | 6 | 1.7% |
| 80 | 2 | 0.6% |
| 60 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 292 | |
| 10 | 10 | 2.8% |
| 20 | 20 | 5.6% |
| 30 | 16 | 4.5% |
| 40 | 8 | 2.3% |
| 50 | 6 | 1.7% |
| 60 | 1 | 0.3% |
| 80 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 80 | 2 | 0.6% |
| 60 | 1 | 0.3% |
| 50 | 6 | 1.7% |
| 40 | 8 | 2.3% |
| 30 | 16 | 4.5% |
| 20 | 20 | 5.6% |
| 10 | 10 | 2.8% |
| 0 | 292 |
HCO3
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 279.43662 |
| Minimum | 20 |
|---|---|
| Maximum | 950 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 107 |
| Q1 | 190 |
| median | 270 |
| Q3 | 350 |
| 95-th percentile | 490 |
| Maximum | 950 |
| Range | 930 |
| Interquartile range (IQR) | 160 |
Descriptive statistics
| Standard deviation | 123.44499 |
|---|---|
| Coefficient of variation (CV) | 0.44176381 |
| Kurtosis | 2.6096678 |
| Mean | 279.43662 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | 0.96739325 |
| Sum | 99200 |
| Variance | 15238.665 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 300 | 17 | 4.8% |
| 180 | 17 | 4.8% |
| 290 | 17 | 4.8% |
| 230 | 15 | 4.2% |
| 260 | 14 | 3.9% |
| 220 | 13 | 3.7% |
| 330 | 13 | 3.7% |
| 130 | 12 | 3.4% |
| 350 | 12 | 3.4% |
| 360 | 11 | 3.1% |
| Other values (46) | 214 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.3% |
| 30 | 1 | 0.3% |
| 70 | 1 | 0.3% |
| 80 | 2 | 0.6% |
| 90 | 5 | |
| 100 | 8 | |
| 110 | 4 | 1.1% |
| 120 | 11 | |
| 130 | 12 | |
| 140 | 4 | 1.1% |
| Value | Count | Frequency (%) |
| 950 | 1 | 0.3% |
| 810 | 1 | 0.3% |
| 620 | 1 | 0.3% |
| 590 | 2 | |
| 580 | 1 | 0.3% |
| 570 | 2 | |
| 550 | 3 | |
| 530 | 2 | |
| 520 | 1 | 0.3% |
| 510 | 1 | 0.3% |
Cl
Real number (ℝ)
| Distinct | 65 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.07042 |
| Minimum | 10 |
|---|---|
| Maximum | 1380 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 70 |
| median | 140 |
| Q3 | 250 |
| 95-th percentile | 530 |
| Maximum | 1380 |
| Range | 1370 |
| Interquartile range (IQR) | 180 |
Descriptive statistics
| Standard deviation | 185.59382 |
|---|---|
| Coefficient of variation (CV) | 0.96127525 |
| Kurtosis | 8.8530493 |
| Mean | 193.07042 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | 2.5178493 |
| Sum | 68540 |
| Variance | 34445.066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 21 | 5.9% |
| 70 | 20 | 5.6% |
| 50 | 16 | 4.5% |
| 30 | 15 | 4.2% |
| 40 | 15 | 4.2% |
| 80 | 14 | 3.9% |
| 110 | 13 | 3.7% |
| 90 | 13 | 3.7% |
| 120 | 13 | 3.7% |
| 220 | 12 | 3.4% |
| Other values (55) | 203 |
| Value | Count | Frequency (%) |
| 10 | 2 | 0.6% |
| 20 | 11 | |
| 30 | 15 | |
| 40 | 15 | |
| 50 | 16 | |
| 60 | 21 | |
| 70 | 20 | |
| 80 | 14 | |
| 90 | 13 | |
| 100 | 10 |
| Value | Count | Frequency (%) |
| 1380 | 1 | |
| 1010 | 2 | |
| 980 | 1 | |
| 960 | 1 | |
| 950 | 1 | |
| 890 | 1 | |
| 820 | 1 | |
| 760 | 1 | |
| 740 | 1 | |
| 670 | 1 |
F
Real number (ℝ)
| Distinct | 189 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1069155 |
| Minimum | 0.04 |
|---|---|
| Maximum | 4.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 0.28 |
| Q1 | 0.6 |
| median | 0.89 |
| Q3 | 1.44 |
| 95-th percentile | 2.427 |
| Maximum | 4.78 |
| Range | 4.74 |
| Interquartile range (IQR) | 0.84 |
Descriptive statistics
| Standard deviation | 0.74635962 |
|---|---|
| Coefficient of variation (CV) | 0.67426973 |
| Kurtosis | 3.5681416 |
| Mean | 1.1069155 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 1.6080648 |
| Sum | 392.955 |
| Variance | 0.55705268 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.62 | 8 | 2.3% |
| 0.45 | 6 | 1.7% |
| 0.59 | 5 | 1.4% |
| 0.61 | 5 | 1.4% |
| 1.05 | 5 | 1.4% |
| 0.72 | 5 | 1.4% |
| 0.83 | 5 | 1.4% |
| 0.89 | 5 | 1.4% |
| 0.54 | 4 | 1.1% |
| 0.82 | 4 | 1.1% |
| Other values (179) | 303 |
| Value | Count | Frequency (%) |
| 0.04 | 1 | 0.3% |
| 0.115 | 1 | 0.3% |
| 0.14 | 1 | 0.3% |
| 0.147 | 1 | 0.3% |
| 0.18 | 2 | |
| 0.19 | 1 | 0.3% |
| 0.2 | 3 | |
| 0.21 | 1 | 0.3% |
| 0.23 | 2 | |
| 0.257 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 4.78 | 1 | |
| 4.57 | 1 | |
| 4.23 | 1 | |
| 3.64 | 1 | |
| 3.39 | 1 | |
| 3.26 | 1 | |
| 3.19 | 1 | |
| 3.17 | 1 | |
| 3.15 | 1 | |
| 3.11 | 1 |
NO3
Real number (ℝ)
| Distinct | 321 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.077702 |
| Minimum | 0.026574 |
|---|---|
| Maximum | 456.187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0.026574 |
|---|---|
| 5-th percentile | 1.7864975 |
| Q1 | 15.262334 |
| median | 35.432 |
| Q3 | 71.57264 |
| 95-th percentile | 211.66191 |
| Maximum | 456.187 |
| Range | 456.16043 |
| Interquartile range (IQR) | 56.310306 |
Descriptive statistics
| Standard deviation | 74.767623 |
|---|---|
| Coefficient of variation (CV) | 1.2445154 |
| Kurtosis | 9.1953007 |
| Mean | 60.077702 |
| Median Absolute Deviation (MAD) | 21.7021 |
| Skewness | 2.7004786 |
| Sum | 21327.584 |
| Variance | 5590.1975 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 35.432 | 4 | 1.1% |
| 0.805272727 | 3 | 0.8% |
| 13.7299 | 3 | 0.8% |
| 19.66476 | 3 | 0.8% |
| 28.83279 | 2 | 0.6% |
| 213.21206 | 2 | 0.6% |
| 5.032954545 | 2 | 0.6% |
| 31.4459 | 2 | 0.6% |
| 62.40863636 | 2 | 0.6% |
| 90.7945 | 2 | 0.6% |
| Other values (311) | 330 |
| Value | Count | Frequency (%) |
| 0.026574 | 1 | 0.3% |
| 0.048719 | 1 | 0.3% |
| 0.17716 | 1 | 0.3% |
| 0.26574 | 1 | 0.3% |
| 0.314459 | 1 | 0.3% |
| 0.35432 | 1 | 0.3% |
| 0.402636364 | 1 | 0.3% |
| 0.805272727 | 3 | |
| 1.06296 | 1 | 0.3% |
| 1.10725 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 456.187 | 1 | |
| 451.758 | 1 | |
| 446.53178 | 1 | |
| 436.6994 | 1 | |
| 414.1115 | 1 | |
| 326.90449 | 1 | |
| 301.172 | 1 | |
| 298.9575 | 1 | |
| 297.6288 | 1 | |
| 244.79083 | 1 |
SO4
Real number (ℝ)
| Distinct | 145 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.671915 |
| Minimum | 3.75 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 3.75 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 13 |
| median | 20 |
| Q3 | 29.5 |
| 95-th percentile | 56.6 |
| Maximum | 440 |
| Range | 436.25 |
| Interquartile range (IQR) | 16.5 |
Descriptive statistics
| Standard deviation | 29.58777 |
|---|---|
| Coefficient of variation (CV) | 1.1525346 |
| Kurtosis | 111.62046 |
| Mean | 25.671915 |
| Median Absolute Deviation (MAD) | 7.75 |
| Skewness | 8.7959976 |
| Sum | 9113.53 |
| Variance | 875.43615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19 | 14 | 3.9% |
| 20 | 14 | 3.9% |
| 13 | 13 | 3.7% |
| 23 | 11 | 3.1% |
| 24 | 11 | 3.1% |
| 12 | 10 | 2.8% |
| 10 | 10 | 2.8% |
| 14 | 10 | 2.8% |
| 22 | 9 | 2.5% |
| 15 | 8 | 2.3% |
| Other values (135) | 245 |
| Value | Count | Frequency (%) |
| 3.75 | 1 | 0.3% |
| 4.25 | 1 | 0.3% |
| 4.5 | 1 | 0.3% |
| 5 | 2 | 0.6% |
| 5.95 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 7 | 5 | |
| 7.25 | 1 | 0.3% |
| 7.45 | 1 | 0.3% |
| 7.75 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 440 | 1 | |
| 180 | 1 | |
| 158 | 1 | |
| 107.29 | 1 | |
| 105 | 1 | |
| 98.5 | 1 | |
| 98 | 1 | |
| 96 | 1 | |
| 94 | 1 | |
| 86 | 1 |
Na
Real number (ℝ)
| Distinct | 258 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.80851 |
| Minimum | 6.4 |
|---|---|
| Maximum | 712 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 6.4 |
|---|---|
| 5-th percentile | 26.472 |
| Q1 | 55.16 |
| median | 88.18 |
| Q3 | 147.5 |
| 95-th percentile | 312.7 |
| Maximum | 712 |
| Range | 705.6 |
| Interquartile range (IQR) | 92.34 |
Descriptive statistics
| Standard deviation | 100.11666 |
|---|---|
| Coefficient of variation (CV) | 0.85710077 |
| Kurtosis | 7.8171247 |
| Mean | 116.80851 |
| Median Absolute Deviation (MAD) | 37.44 |
| Skewness | 2.4076382 |
| Sum | 41467.02 |
| Variance | 10023.346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31 | 6 | 1.7% |
| 62 | 6 | 1.7% |
| 72 | 5 | 1.4% |
| 55 | 5 | 1.4% |
| 115 | 5 | 1.4% |
| 29 | 5 | 1.4% |
| 60 | 5 | 1.4% |
| 112 | 4 | 1.1% |
| 69 | 4 | 1.1% |
| 61 | 4 | 1.1% |
| Other values (248) | 306 |
| Value | Count | Frequency (%) |
| 6.4 | 1 | |
| 10 | 1 | |
| 12 | 2 | |
| 16 | 2 | |
| 17 | 1 | |
| 17.58 | 1 | |
| 19 | 1 | |
| 20 | 2 | |
| 20.9 | 1 | |
| 21 | 1 |
| Value | Count | Frequency (%) |
| 712 | 1 | |
| 623 | 1 | |
| 535 | 1 | |
| 532 | 1 | |
| 515 | 1 | |
| 511 | 1 | |
| 486 | 1 | |
| 458.2 | 1 | |
| 402.6 | 1 | |
| 381.2 | 1 |
K
Real number (ℝ)
| Distinct | 192 |
|---|---|
| Distinct (%) | 54.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1417465 |
| Minimum | 0.18 |
|---|---|
| Maximum | 95.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0.18 |
|---|---|
| 5-th percentile | 0.931 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 20.615 |
| Maximum | 95.8 |
| Range | 95.62 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 11.171399 |
|---|---|
| Coefficient of variation (CV) | 1.8189287 |
| Kurtosis | 32.670703 |
| Mean | 6.1417465 |
| Median Absolute Deviation (MAD) | 1.27 |
| Skewness | 5.2387933 |
| Sum | 2180.32 |
| Variance | 124.80015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 30 | 8.5% |
| 3 | 23 | 6.5% |
| 1 | 19 | 5.4% |
| 4 | 19 | 5.4% |
| 5 | 12 | 3.4% |
| 6 | 6 | 1.7% |
| 12 | 5 | 1.4% |
| 3.9 | 4 | 1.1% |
| 7 | 4 | 1.1% |
| 3.2 | 4 | 1.1% |
| Other values (182) | 229 |
| Value | Count | Frequency (%) |
| 0.18 | 1 | 0.3% |
| 0.2 | 1 | 0.3% |
| 0.24 | 1 | 0.3% |
| 0.34 | 1 | 0.3% |
| 0.49 | 2 | |
| 0.56 | 2 | |
| 0.6 | 3 | |
| 0.62 | 1 | 0.3% |
| 0.63 | 1 | 0.3% |
| 0.68 | 2 |
| Value | Count | Frequency (%) |
| 95.8 | 1 | |
| 89.18 | 1 | |
| 89 | 1 | |
| 66.61 | 1 | |
| 63.3 | 1 | |
| 46.11 | 1 | |
| 44.4 | 1 | |
| 43 | 1 | |
| 37.5 | 1 | |
| 36.9 | 1 |
Ca
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.216901 |
| Minimum | 8 |
|---|---|
| Maximum | 488 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 40 |
| median | 64 |
| Q3 | 88 |
| 95-th percentile | 176 |
| Maximum | 488 |
| Range | 480 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 53.449229 |
|---|---|
| Coefficient of variation (CV) | 0.73001217 |
| Kurtosis | 13.725677 |
| Mean | 73.216901 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 2.6764095 |
| Sum | 25992 |
| Variance | 2856.8201 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 40 | 44 | |
| 56 | 32 | 9.0% |
| 64 | 30 | 8.5% |
| 32 | 26 | 7.3% |
| 80 | 26 | 7.3% |
| 24 | 25 | 7.0% |
| 72 | 24 | 6.8% |
| 48 | 20 | 5.6% |
| 16 | 18 | 5.1% |
| 88 | 18 | 5.1% |
| Other values (20) | 92 |
| Value | Count | Frequency (%) |
| 8 | 6 | 1.7% |
| 16 | 18 | |
| 24 | 25 | |
| 32 | 26 | |
| 40 | 44 | |
| 48 | 20 | |
| 56 | 32 | |
| 64 | 30 | |
| 72 | 24 | |
| 80 | 26 |
| Value | Count | Frequency (%) |
| 488 | 1 | 0.3% |
| 400 | 1 | 0.3% |
| 264 | 1 | 0.3% |
| 216 | 1 | 0.3% |
| 208 | 3 | |
| 200 | 3 | |
| 192 | 3 | |
| 184 | 4 | |
| 176 | 5 | |
| 168 | 2 | 0.6% |
Mg
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.773555 |
| Minimum | 4.862 |
|---|---|
| Maximum | 233.376 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 4.862 |
|---|---|
| 5-th percentile | 13.1274 |
| Q1 | 24.31 |
| median | 43.758 |
| Q3 | 63.206 |
| 95-th percentile | 116.688 |
| Maximum | 233.376 |
| Range | 228.514 |
| Interquartile range (IQR) | 38.896 |
Descriptive statistics
| Standard deviation | 34.770786 |
|---|---|
| Coefficient of variation (CV) | 0.69857951 |
| Kurtosis | 5.3424665 |
| Mean | 49.773555 |
| Median Absolute Deviation (MAD) | 19.448 |
| Skewness | 1.8615011 |
| Sum | 17669.612 |
| Variance | 1209.0075 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 38.896 | 29 | 8.2% |
| 19.448 | 29 | 8.2% |
| 24.31 | 29 | 8.2% |
| 34.034 | 28 | 7.9% |
| 48.62 | 24 | 6.8% |
| 29.172 | 22 | 6.2% |
| 14.586 | 21 | 5.9% |
| 43.758 | 19 | 5.4% |
| 53.482 | 18 | 5.1% |
| 63.206 | 17 | 4.8% |
| Other values (26) | 119 |
| Value | Count | Frequency (%) |
| 4.862 | 8 | 2.3% |
| 9.724 | 10 | 2.8% |
| 14.586 | 21 | |
| 19.448 | 29 | |
| 24.31 | 29 | |
| 29.172 | 22 | |
| 34.034 | 28 | |
| 38.896 | 29 | |
| 40 | 1 | 0.3% |
| 43.758 | 19 |
| Value | Count | Frequency (%) |
| 233.376 | 2 | |
| 194.48 | 1 | 0.3% |
| 175.032 | 1 | 0.3% |
| 160.446 | 1 | 0.3% |
| 155.584 | 3 | |
| 150.722 | 1 | 0.3% |
| 145.86 | 1 | 0.3% |
| 140.998 | 1 | 0.3% |
| 131.274 | 1 | 0.3% |
| 126.412 | 1 | 0.3% |
T.H
Real number (ℝ)
| Distinct | 223 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 387.49201 |
| Minimum | 39.991776 |
|---|---|
| Maximum | 1939.7039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 39.991776 |
|---|---|
| 5-th percentile | 139.97533 |
| Q1 | 239.94243 |
| median | 339.90132 |
| Q3 | 479.91365 |
| 95-th percentile | 785.86102 |
| Maximum | 1939.7039 |
| Range | 1899.7122 |
| Interquartile range (IQR) | 239.97122 |
Descriptive statistics
| Standard deviation | 227.51835 |
|---|---|
| Coefficient of variation (CV) | 0.58715624 |
| Kurtosis | 8.5017002 |
| Mean | 387.49201 |
| Median Absolute Deviation (MAD) | 119.95066 |
| Skewness | 2.1639557 |
| Sum | 137559.66 |
| Variance | 51764.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 259.9342105 | 7 | 2.0% |
| 179.9671053 | 6 | 1.7% |
| 339.9177632 | 6 | 1.7% |
| 219.9506579 | 5 | 1.4% |
| 359.9177632 | 5 | 1.4% |
| 319.9506579 | 4 | 1.1% |
| 199.9588816 | 4 | 1.1% |
| 279.9424342 | 4 | 1.1% |
| 99.97532895 | 4 | 1.1% |
| 139.9753289 | 4 | 1.1% |
| Other values (213) | 306 |
| Value | Count | Frequency (%) |
| 39.99177632 | 1 | 0.3% |
| 59.99177632 | 1 | 0.3% |
| 79.97532895 | 1 | 0.3% |
| 99.97532895 | 4 | |
| 99.98355263 | 3 | |
| 119.9671053 | 3 | |
| 119.9835526 | 1 | 0.3% |
| 139.9588816 | 1 | 0.3% |
| 139.9671053 | 2 | |
| 139.9753289 | 4 |
| Value | Count | Frequency (%) |
| 1939.703947 | 1 | |
| 1459.671053 | 1 | |
| 1399.605263 | 1 | |
| 1319.868421 | 1 | |
| 1119.736842 | 1 | |
| 1019.728618 | 1 | |
| 1019.605263 | 1 | |
| 979.7779605 | 1 | |
| 959.7368421 | 1 | |
| 899.8355263 | 1 |
SAR
Real number (ℝ)
| Distinct | 351 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6953978 |
| Minimum | 0.27828376 |
|---|---|
| Maximum | 16.707222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | 0.27828376 |
|---|---|
| 5-th percentile | 0.65424917 |
| Q1 | 1.3156781 |
| median | 2.0515813 |
| Q3 | 3.1160711 |
| 95-th percentile | 7.2470534 |
| Maximum | 16.707222 |
| Range | 16.428939 |
| Interquartile range (IQR) | 1.800393 |
Descriptive statistics
| Standard deviation | 2.3141746 |
|---|---|
| Coefficient of variation (CV) | 0.85856512 |
| Kurtosis | 10.056328 |
| Mean | 2.6953978 |
| Median Absolute Deviation (MAD) | 0.82264498 |
| Skewness | 2.7506622 |
| Sum | 956.86622 |
| Variance | 5.3554039 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.021273363 | 2 | 0.6% |
| 1.131686033 | 2 | 0.6% |
| 1.475852828 | 2 | 0.6% |
| 2.257357044 | 2 | 0.6% |
| 3.288777535 | 1 | 0.3% |
| 2.00022619 | 1 | 0.3% |
| 8.525785469 | 1 | 0.3% |
| 1.467973983 | 1 | 0.3% |
| 1.870957465 | 1 | 0.3% |
| 1.380744683 | 1 | 0.3% |
| Other values (341) | 341 |
| Value | Count | Frequency (%) |
| 0.278283756 | 1 | |
| 0.388916371 | 1 | |
| 0.388916926 | 1 | |
| 0.39723036 | 1 | |
| 0.412513406 | 1 | |
| 0.481271139 | 1 | |
| 0.550003737 | 1 | |
| 0.552308647 | 1 | |
| 0.55701018 | 1 | |
| 0.561340405 | 1 |
| Value | Count | Frequency (%) |
| 16.7072224 | 1 | |
| 15.71039105 | 1 | |
| 14.00172729 | 1 | |
| 13.88781532 | 1 | |
| 11.29978234 | 1 | |
| 10.56903406 | 1 | |
| 10.23941103 | 1 | |
| 9.992544115 | 1 | |
| 9.808271921 | 1 | |
| 9.532333618 | 1 |
Classification
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 10 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| C3S1 | |
|---|---|
| C2S1 | |
| C4S1 | 17 |
| C3S2 | 14 |
| C4S2 | 11 |
| Other values (5) | 9 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9971831 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1419 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | C3S1 |
|---|---|
| 2nd row | C2S1 |
| 3rd row | C2S1 |
| 4th row | C3S1 |
| 5th row | C3S1 |
Common Values
| Value | Count | Frequency (%) |
| C3S1 | 227 | |
| C2S1 | 77 | 21.7% |
| C4S1 | 17 | 4.8% |
| C3S2 | 14 | 3.9% |
| C4S2 | 11 | 3.1% |
| C4S4 | 2 | 0.6% |
| C4S3 | 2 | 0.6% |
| C1S1 | 2 | 0.6% |
| C3S3 | 2 | 0.6% |
| O.G | 1 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| c3s1 | 227 | |
| c2s1 | 77 | 21.7% |
| c4s1 | 17 | 4.8% |
| c3s2 | 14 | 3.9% |
| c4s2 | 11 | 3.1% |
| c4s4 | 2 | 0.6% |
| c4s3 | 2 | 0.6% |
| c1s1 | 2 | 0.6% |
| c3s3 | 2 | 0.6% |
| o.g | 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 354 | |
| S | 354 | |
| 1 | 325 | |
| 3 | 247 | |
| 2 | 102 | 7.2% |
| 4 | 34 | 2.4% |
| O | 1 | 0.1% |
| . | 1 | 0.1% |
| G | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 710 | |
| Decimal Number | 708 | |
| Other Punctuation | 1 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 354 | |
| S | 354 | |
| O | 1 | 0.1% |
| G | 1 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 325 | |
| 3 | 247 | |
| 2 | 102 | 14.4% |
| 4 | 34 | 4.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 710 | |
| Common | 709 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 325 | |
| 3 | 247 | |
| 2 | 102 | 14.4% |
| 4 | 34 | 4.8% |
| . | 1 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| C | 354 | |
| S | 354 | |
| O | 1 | 0.1% |
| G | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1419 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 354 | |
| S | 354 | |
| 1 | 325 | |
| 3 | 247 | |
| 2 | 102 | 7.2% |
| 4 | 34 | 2.4% |
| O | 1 | 0.1% |
| . | 1 | 0.1% |
| G | 1 | 0.1% |
RSC meq / L
Real number (ℝ)
| Distinct | 295 |
|---|---|
| Distinct (%) | 83.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.0616711 |
| Minimum | -31.194079 |
|---|---|
| Maximum | 16.600822 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 240 |
| Negative (%) | 67.6% |
| Memory size | 2.9 KiB |
Quantile statistics
| Minimum | -31.194079 |
|---|---|
| 5-th percentile | -10.257993 |
| Q1 | -3.5973684 |
| median | -1.3981908 |
| Q3 | 0.40041118 |
| 95-th percentile | 2.8018914 |
| Maximum | 16.600822 |
| Range | 47.794901 |
| Interquartile range (IQR) | 3.9977796 |
Descriptive statistics
| Standard deviation | 4.5428899 |
|---|---|
| Coefficient of variation (CV) | -2.2034988 |
| Kurtosis | 7.1166176 |
| Mean | -2.0616711 |
| Median Absolute Deviation (MAD) | 1.8014803 |
| Skewness | -1.3809146 |
| Sum | -731.89326 |
| Variance | 20.637849 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.600986842 | 3 | 0.8% |
| -1.598355263 | 3 | 0.8% |
| -0.198026316 | 3 | 0.8% |
| 0.800822368 | 3 | 0.8% |
| -0.998684211 | 3 | 0.8% |
| -0.199013158 | 3 | 0.8% |
| -1.798684211 | 3 | 0.8% |
| -1.398848684 | 3 | 0.8% |
| 0.201480263 | 3 | 0.8% |
| -0.399671053 | 2 | 0.6% |
| Other values (285) | 326 |
| Value | Count | Frequency (%) |
| -31.19407895 | 1 | |
| -20.79342105 | 1 | |
| -19.39736842 | 1 | |
| -18.19210526 | 1 | |
| -16.99473684 | 1 | |
| -15.59605263 | 1 | |
| -15.59457237 | 1 | |
| -13.79555921 | 1 | |
| -12.396875 | 1 | |
| -12.39572368 | 1 |
| Value | Count | Frequency (%) |
| 16.60082237 | 1 | |
| 11.00098684 | 1 | |
| 9.800493421 | 1 | |
| 8.800493421 | 1 | |
| 8.200657895 | 1 | |
| 7.400493421 | 1 | |
| 7.001809211 | 1 | |
| 5.801480263 | 1 | |
| 5.601480263 | 1 | |
| 5.600164474 | 1 |
Classification.1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 KiB |
| P.S. | |
|---|---|
| U.S. | 23 |
| MR | 16 |
| M.R | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9014085 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1385 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | P.S. |
|---|---|
| 2nd row | MR |
| 3rd row | P.S. |
| 4th row | P.S. |
| 5th row | P.S. |
Common Values
| Value | Count | Frequency (%) |
| P.S. | 313 | |
| U.S. | 23 | 6.5% |
| MR | 16 | 4.5% |
| M.R | 3 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| p.s | 313 | |
| u.s | 23 | 6.5% |
| mr | 16 | 4.5% |
| m.r | 3 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 675 | |
| S | 336 | |
| P | 313 | |
| U | 23 | 1.7% |
| M | 19 | 1.4% |
| R | 19 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 710 | |
| Other Punctuation | 675 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 336 | |
| P | 313 | |
| U | 23 | 3.2% |
| M | 19 | 2.7% |
| R | 19 | 2.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 675 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 710 | |
| Common | 675 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 336 | |
| P | 313 | |
| U | 23 | 3.2% |
| M | 19 | 2.7% |
| R | 19 | 2.7% |
Common
| Value | Count | Frequency (%) |
| . | 675 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1385 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 675 | |
| S | 336 | |
| P | 313 | |
| U | 23 | 1.7% |
| M | 19 | 1.4% |
| R | 19 | 1.4% |
| sno | temp_id | long_gis | lat_gis | gwl | pH | E.C | TDS | CO3 | HCO3 | Cl | F | NO3 | SO4 | Na | K | Ca | Mg | T.H | SAR | RSC meq / L | district | Classification | Classification.1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| sno | 1.000 | 0.849 | -0.117 | -0.167 | 0.068 | -0.061 | 0.031 | 0.031 | -0.065 | -0.079 | 0.073 | 0.120 | 0.038 | 0.017 | -0.049 | -0.200 | 0.108 | 0.055 | 0.095 | -0.101 | -0.151 | 0.888 | 0.081 | 0.135 |
| temp_id | 0.849 | 1.000 | 0.039 | -0.134 | 0.055 | 0.016 | -0.014 | -0.014 | 0.036 | -0.112 | 0.022 | 0.084 | 0.012 | -0.023 | -0.082 | -0.143 | 0.039 | 0.012 | 0.037 | -0.121 | -0.124 | 0.616 | 0.014 | 0.113 |
| long_gis | -0.117 | 0.039 | 1.000 | 0.173 | -0.341 | 0.175 | -0.108 | -0.108 | 0.099 | -0.106 | -0.091 | -0.056 | -0.029 | 0.035 | -0.004 | 0.252 | -0.293 | -0.034 | -0.192 | 0.073 | 0.131 | 0.634 | 0.072 | 0.103 |
| lat_gis | -0.167 | -0.134 | 0.173 | 1.000 | -0.019 | -0.114 | -0.307 | -0.307 | -0.183 | -0.119 | -0.277 | -0.108 | -0.098 | -0.212 | -0.261 | 0.112 | -0.251 | -0.035 | -0.165 | -0.182 | 0.095 | 0.752 | 0.131 | 0.178 |
| gwl | 0.068 | 0.055 | -0.341 | -0.019 | 1.000 | -0.157 | 0.013 | 0.013 | -0.079 | 0.026 | 0.003 | 0.031 | 0.090 | -0.204 | -0.087 | -0.035 | 0.200 | -0.028 | 0.107 | -0.145 | -0.096 | 0.238 | 0.000 | 0.000 |
| pH | -0.061 | 0.016 | 0.175 | -0.114 | -0.157 | 1.000 | -0.189 | -0.189 | 0.661 | -0.194 | -0.212 | 0.146 | -0.210 | -0.089 | 0.034 | -0.015 | -0.533 | -0.177 | -0.441 | 0.183 | 0.364 | 0.234 | 0.209 | 0.270 |
| E.C | 0.031 | -0.014 | -0.108 | -0.307 | 0.013 | -0.189 | 1.000 | 1.000 | -0.076 | 0.608 | 0.889 | 0.191 | 0.454 | 0.647 | 0.804 | 0.312 | 0.538 | 0.676 | 0.774 | 0.553 | -0.404 | 0.035 | 0.487 | 0.039 |
| TDS | 0.031 | -0.014 | -0.108 | -0.307 | 0.013 | -0.189 | 1.000 | 1.000 | -0.076 | 0.608 | 0.889 | 0.191 | 0.454 | 0.647 | 0.804 | 0.312 | 0.538 | 0.676 | 0.774 | 0.553 | -0.404 | 0.035 | 0.487 | 0.039 |
| CO3 | -0.065 | 0.036 | 0.099 | -0.183 | -0.079 | 0.661 | -0.076 | -0.076 | 1.000 | -0.069 | -0.121 | 0.119 | -0.156 | -0.026 | 0.133 | 0.051 | -0.407 | -0.150 | -0.326 | 0.235 | 0.299 | 0.195 | 0.138 | 0.238 |
| HCO3 | -0.079 | -0.112 | -0.106 | -0.119 | 0.026 | -0.194 | 0.608 | 0.608 | -0.069 | 1.000 | 0.291 | 0.412 | 0.098 | 0.200 | 0.566 | 0.140 | 0.249 | 0.390 | 0.419 | 0.438 | 0.211 | 0.157 | 0.468 | 0.308 |
| Cl | 0.073 | 0.022 | -0.091 | -0.277 | 0.003 | -0.212 | 0.889 | 0.889 | -0.121 | 0.291 | 1.000 | 0.053 | 0.428 | 0.668 | 0.696 | 0.330 | 0.543 | 0.642 | 0.754 | 0.463 | -0.602 | 0.000 | 0.403 | 0.000 |
| F | 0.120 | 0.084 | -0.056 | -0.108 | 0.031 | 0.146 | 0.191 | 0.191 | 0.119 | 0.412 | 0.053 | 1.000 | -0.065 | -0.027 | 0.312 | 0.003 | -0.075 | 0.069 | 0.001 | 0.317 | 0.275 | 0.134 | 0.239 | 0.293 |
| NO3 | 0.038 | 0.012 | -0.029 | -0.098 | 0.090 | -0.210 | 0.454 | 0.454 | -0.156 | 0.098 | 0.428 | -0.065 | 1.000 | 0.305 | 0.223 | 0.261 | 0.405 | 0.367 | 0.505 | 0.045 | -0.510 | 0.085 | 0.260 | 0.000 |
| SO4 | 0.017 | -0.023 | 0.035 | -0.212 | -0.204 | -0.089 | 0.647 | 0.647 | -0.026 | 0.200 | 0.668 | -0.027 | 0.305 | 1.000 | 0.576 | 0.216 | 0.311 | 0.500 | 0.499 | 0.429 | -0.393 | 0.128 | 0.517 | 0.027 |
| Na | -0.049 | -0.082 | -0.004 | -0.261 | -0.087 | 0.034 | 0.804 | 0.804 | 0.133 | 0.566 | 0.696 | 0.312 | 0.223 | 0.576 | 1.000 | 0.321 | 0.149 | 0.405 | 0.349 | 0.928 | 0.018 | 0.006 | 0.623 | 0.306 |
| K | -0.200 | -0.143 | 0.252 | 0.112 | -0.035 | -0.015 | 0.312 | 0.312 | 0.051 | 0.140 | 0.330 | 0.003 | 0.261 | 0.216 | 0.321 | 1.000 | 0.080 | 0.166 | 0.173 | 0.290 | -0.086 | 0.075 | 0.172 | 0.035 |
| Ca | 0.108 | 0.039 | -0.293 | -0.251 | 0.200 | -0.533 | 0.538 | 0.538 | -0.407 | 0.249 | 0.543 | -0.075 | 0.405 | 0.311 | 0.149 | 0.080 | 1.000 | 0.278 | 0.782 | -0.118 | -0.631 | 0.175 | 0.238 | 0.040 |
| Mg | 0.055 | 0.012 | -0.034 | -0.035 | -0.028 | -0.177 | 0.676 | 0.676 | -0.150 | 0.390 | 0.642 | 0.069 | 0.367 | 0.500 | 0.405 | 0.166 | 0.278 | 1.000 | 0.774 | 0.154 | -0.532 | 0.000 | 0.299 | 0.000 |
| T.H | 0.095 | 0.037 | -0.192 | -0.165 | 0.107 | -0.441 | 0.774 | 0.774 | -0.326 | 0.419 | 0.754 | 0.001 | 0.505 | 0.499 | 0.349 | 0.173 | 0.782 | 0.774 | 1.000 | 0.023 | -0.742 | 0.072 | 0.369 | 0.063 |
| SAR | -0.101 | -0.121 | 0.073 | -0.182 | -0.145 | 0.183 | 0.553 | 0.553 | 0.235 | 0.438 | 0.463 | 0.317 | 0.045 | 0.429 | 0.928 | 0.290 | -0.118 | 0.154 | 0.023 | 1.000 | 0.281 | 0.101 | 0.525 | 0.433 |
| RSC meq / L | -0.151 | -0.124 | 0.131 | 0.095 | -0.096 | 0.364 | -0.404 | -0.404 | 0.299 | 0.211 | -0.602 | 0.275 | -0.510 | -0.393 | 0.018 | -0.086 | -0.631 | -0.532 | -0.742 | 0.281 | 1.000 | 0.000 | 0.435 | 0.548 |
| district | 0.888 | 0.616 | 0.634 | 0.752 | 0.238 | 0.234 | 0.035 | 0.035 | 0.195 | 0.157 | 0.000 | 0.134 | 0.085 | 0.128 | 0.006 | 0.075 | 0.175 | 0.000 | 0.072 | 0.101 | 0.000 | 1.000 | 0.145 | 0.343 |
| Classification | 0.081 | 0.014 | 0.072 | 0.131 | 0.000 | 0.209 | 0.487 | 0.487 | 0.138 | 0.468 | 0.403 | 0.239 | 0.260 | 0.517 | 0.623 | 0.172 | 0.238 | 0.299 | 0.369 | 0.525 | 0.435 | 0.145 | 1.000 | 0.382 |
| Classification.1 | 0.135 | 0.113 | 0.103 | 0.178 | 0.000 | 0.270 | 0.039 | 0.039 | 0.238 | 0.308 | 0.000 | 0.293 | 0.000 | 0.027 | 0.306 | 0.035 | 0.040 | 0.000 | 0.063 | 0.433 | 0.548 | 0.343 | 0.382 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| sno | district | mandal | village | temp_id | long_gis | lat_gis | gwl | season | pH | E.C | TDS | CO3 | HCO3 | Cl | F | NO3 | SO4 | Na | K | Ca | Mg | T.H | SAR | Classification | RSC meq / L | Classification.1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | ADILABAD | Adilabad | Adilabad | 1001 | 78.524700 | 19.668300 | 14.15 | Pre-monsoon 2020 | 7.80 | 1671.0 | 1069.44 | 0 | 470 | 230 | 0.510 | 3.422409 | 31.50 | 154.0 | 13.00 | 72 | 77.792 | 499.868421 | 2.994781 | C3S1 | -0.597368 | P.S. |
| 1 | 2 | ADILABAD | Bazarhatnur | Bazarhatnur | 1002 | 78.350833 | 19.458888 | 9.35 | Pre-monsoon 2020 | 7.95 | 545.0 | 348.80 | 0 | 180 | 80 | 1.080 | 4.227682 | 13.00 | 94.0 | 12.00 | 16 | 14.586 | 99.975329 | 4.087461 | C2S1 | 1.600493 | MR |
| 2 | 3 | ADILABAD | Gudihatnoor | Gudihatnoor | 1007 | 78.512222 | 19.525555 | 17.50 | Pre-monsoon 2020 | 8.12 | 738.0 | 472.32 | 0 | 220 | 30 | 0.450 | 28.385864 | 9.50 | 22.0 | 1.00 | 40 | 38.896 | 259.934211 | 0.593285 | C2S1 | -0.798684 | P.S. |
| 3 | 4 | ADILABAD | Jainath | Jainath | 1009 | 78.640000 | 19.730555 | 5.30 | Pre-monsoon 2020 | 8.05 | 1154.0 | 738.56 | 0 | 300 | 100 | 0.690 | 140.922727 | 14.75 | 81.0 | 3.00 | 56 | 68.068 | 419.884868 | 1.718668 | C3S1 | -2.397697 | P.S. |
| 4 | 5 | ADILABAD | Narnoor | Narnoor | 1010 | 78.852654 | 19.495665 | 4.50 | Pre-monsoon 2020 | 7.17 | 1042.0 | 666.88 | 0 | 370 | 30 | 0.720 | 163.067727 | 10.25 | 39.0 | 4.00 | 96 | 63.206 | 499.893092 | 0.758400 | C3S1 | -2.597862 | P.S. |
| 5 | 6 | ADILABAD | Neradigonda | Neradigonda | 1011 | 78.412160 | 19.293750 | 9.90 | Pre-monsoon 2020 | 8.09 | 1063.0 | 680.32 | 0 | 300 | 100 | 0.560 | 62.408636 | 14.50 | 65.0 | 14.00 | 64 | 53.482 | 379.909539 | 1.449925 | C3S1 | -1.598191 | P.S. |
| 6 | 7 | ADILABAD | Talamadugu | Talamadugu | 1013 | 78.396900 | 19.633400 | 8.10 | Pre-monsoon 2020 | 7.94 | 788.0 | 504.32 | 0 | 310 | 40 | 0.440 | 42.075500 | 10.50 | 59.0 | 4.00 | 40 | 43.758 | 279.925987 | 1.533213 | C3S1 | 0.601480 | P.S. |
| 7 | 8 | ADILABAD | Tamsi | Tamsi | 1014 | 78.426800 | 19.681100 | 6.30 | Pre-monsoon 2020 | 8.32 | 811.0 | 519.04 | 20 | 200 | 110 | 0.730 | 11.475136 | 16.00 | 144.0 | 1.00 | 16 | 14.586 | 99.975329 | 6.261642 | C3S1 | 2.400493 | MR |
| 8 | 9 | ADILABAD | Utnoor | Utnoor | 1015 | 78.768500 | 19.378900 | 6.55 | Pre-monsoon 2020 | 7.99 | 422.0 | 270.08 | 0 | 160 | 30 | 0.450 | 13.488318 | 8.25 | 41.0 | 2.00 | 24 | 19.448 | 139.967105 | 1.506756 | C2S1 | 0.400658 | P.S. |
| 9 | 10 | BHADRADRI | Annapureddypalli | Annapureddypalli | 1021 | 80.826104 | 17.354519 | 17.30 | Pre-monsoon 2020 | 8.28 | 250.0 | 160.00 | 0 | 90 | 10 | 0.147 | 5.314800 | 6.00 | 6.4 | 1.77 | 24 | 9.724 | 99.983553 | 0.278284 | C2S1 | -0.199671 | P.S. |
| sno | district | mandal | village | temp_id | long_gis | lat_gis | gwl | season | pH | E.C | TDS | CO3 | HCO3 | Cl | F | NO3 | SO4 | Na | K | Ca | Mg | T.H | SAR | Classification | RSC meq / L | Classification.1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 345 | 370 | YADADRI | Rajapet | Bondugala | 1872 | 78.966500 | 17.768305 | 9.80 | Pre-monsoon 2020 | 8.28 | 1052.0 | 673.28 | 0 | 260 | 170 | 2.22 | 6.11202 | 20.0 | 99.20 | 2.99 | 56 | 43.758 | 319.925987 | 2.411343 | C3S1 | -1.198520 | P.S. |
| 346 | 371 | YADADRI | Rajapet | Kurraram | 1873 | 78.929866 | 17.775490 | 17.34 | Pre-monsoon 2020 | 7.27 | 1009.0 | 645.76 | 0 | 240 | 130 | 0.75 | 65.10630 | 23.0 | 55.00 | 3.35 | 112 | 24.310 | 379.958882 | 1.226780 | C3S1 | -2.799178 | P.S. |
| 347 | 372 | YADADRI | Rajapet | Rajapet | 1875 | 78.932968 | 17.729431 | 7.38 | Pre-monsoon 2020 | 7.22 | 1408.0 | 901.12 | 0 | 230 | 300 | 1.70 | 36.93786 | 19.0 | 76.47 | 3.74 | 136 | 48.620 | 539.917763 | 1.430868 | C3S1 | -6.198355 | P.S. |
| 348 | 373 | YADADRI | Rajapet | Somaram | 1876 | 78.991785 | 17.725671 | 16.58 | Pre-monsoon 2020 | 7.66 | 708.0 | 453.12 | 0 | 290 | 40 | 2.30 | 14.70428 | 10.0 | 43.55 | 2.77 | 56 | 34.034 | 279.942434 | 1.131686 | C2S1 | 0.201151 | P.S. |
| 349 | 374 | YADADRI | Ramannapet | Ramanapet | 1877 | 79.095091 | 17.283121 | 12.60 | Pre-monsoon 2020 | 7.67 | 3171.0 | 2029.44 | 0 | 270 | 890 | 1.72 | 35.43200 | 30.0 | 215.60 | 2.50 | 192 | 155.584 | 1119.736842 | 2.801321 | C4S1 | -16.994737 | P.S. |
| 350 | 375 | YADADRI | S.Narayanpur | S.Narayanpur | 1880 | 78.860010 | 17.144719 | 25.90 | Pre-monsoon 2020 | 7.40 | 2204.0 | 1410.56 | 0 | 290 | 300 | 1.11 | 436.69940 | 32.0 | 148.00 | 2.00 | 144 | 102.102 | 779.827303 | 2.304277 | C3S1 | -9.796546 | P.S. |
| 351 | 376 | YADADRI | Thurkapally | Gandamalla | 1881 | 78.853831 | 17.733101 | 6.73 | Pre-monsoon 2020 | 7.88 | 1363.0 | 872.32 | 0 | 380 | 170 | 2.23 | 35.60916 | 25.0 | 119.00 | 5.39 | 72 | 58.344 | 419.901316 | 2.524908 | C3S1 | -0.798026 | P.S. |
| 352 | 377 | YADADRI | Valigonda | T. somaram | 1883 | 78.952290 | 17.399953 | 13.62 | Pre-monsoon 2020 | 7.66 | 708.0 | 453.12 | 0 | 290 | 40 | 2.30 | 14.70428 | 10.0 | 43.55 | 2.77 | 56 | 34.034 | 279.942434 | 1.131686 | C2S1 | 0.201151 | P.S. |
| 353 | 378 | YADADRI | Valigonda | Vemulakonda | 1885 | 79.143433 | 17.347782 | 4.07 | Pre-monsoon 2020 | 7.63 | 4878.0 | 3121.92 | 0 | 350 | 1380 | 0.80 | 36.89357 | 105.0 | 532.00 | 7.30 | 400 | 77.792 | 1319.868421 | 6.366760 | C4S2 | -19.397368 | P.S. |
| 354 | 379 | YADADRI | Y.Gutta | Mallapuram | 1886 | 78.911638 | 17.633555 | 16.78 | Pre-monsoon 2020 | 7.46 | 1614.0 | 1032.96 | 0 | 250 | 350 | 1.77 | 44.99864 | 22.0 | 94.00 | 3.74 | 152 | 53.482 | 599.909540 | 1.668619 | C3S1 | -6.998191 | P.S. |